# Prediction of flow characteristics in the bubble column reactor by the artificial pheromone-based communication of biological ants

> Research article (Engineering Applications of Computational Fluid Mechanics, 2020) · cited 17× · AI/ML

**Wikidata**: [openalex:W3005033942](https://www.wikidata.org/wiki/openalex:W3005033942)  
**Source**: https://4ort.xyz/entity/prediction-of-flow-characteristics-in-the-bubble-column-reactor-by-the-artificial-pheromone-based-communication-of-biolo